need the text in the image

[alen978]

use ai to write the script, but just got the result in the .txt

[36,10],[38,10],[37,13],[35,13]

there is "48" in the image, so how to get the finally result of "48"

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import os
from surya.detection import batch_text_detection
from surya.model.detection.model import load_model, load_processor
from PIL import Image

def read_image(image_path):
try:
return Image.open(image_path)
except Exception as e:
print(f"Error opening image {image_path}: {e}")
return None

def save_text_to_file(image_path, text):
# Get the file name and create the corresponding .txt file path
txt_file_path = f"{image_path.rsplit('.', 1)[0]}.txt"

with open(txt_file_path, 'w', encoding='utf-8') as f:
    f.write(text)

def main(image_dir):
# Load model and processor
model, processor = load_model(), load_processor()

for filename in os.listdir(image_dir):
    if not filename.endswith(".png"):
        continue
    
    image_path = os.path.join(image_dir, filename)
    
    try:
        img = read_image(image_path)
        
        if img is None:
            print(f"Skipping {image_path}")
            continue
        
        predictions = batch_text_detection([img], model=model, processor=processor)[0].bboxes
        
        detected_texts = ""
        
        for bbox in predictions:
            # Here you would typically extract the actual text instead of polygon coordinates.
            polygon_coords = str(bbox.polygon)[1:-1].replace(" ", "") + "\n"
            detected_texts += polygon_coords
        
        save_text_to_file(image_path, detected_texts)
        
        print(f"Processed {filename}, saved text to {image_path.rsplit('.', 1)[0]}.txt")

    except Exception as e:
        print(f"Error processing {image_path}: {e}")

Example usage: Monitor images for automatic recognition and save to .txt files.

main(r"D:\Microsoft VS Code\py\social\ocr")